Thoughts on AI, software engineering, system design, and building things that matter.
An in-depth look at Anshu Kumar Singh's technical evolution from a syntax-focused developer to an AI Engineer. Explore production architectures, data validation pipelines, LLM scaling strategies, and LLMOps.
Transitioning from local experimentation to scalable production AI requires more than just model accuracy. Learn how to handle inference optimization, monitoring, and infrastructure constraints in the real world.
Learn how to build and deploy a production-grade semantic search API for modern web applications. This comprehensive guide covers vector embedding generation, setting up the Qdrant vector database, and implementing high-throughput async endpoints using FastAPI.
Elevate your Python data analysis workflow. Learn how to transition from basic pandas scripts to optimized, memory-efficient data pipelines used by top-tier data engineers and AI practitioners.
A beginner-friendly guide to data analysis with Python, Pandas, and Matplotlib — from loading data to visualizing insights.
A deep dive into building a reliable, scalable Retrieval Augmented Generation system for production use cases.
A comprehensive guide to Next.js 14 App Router, Server Components, and the new data fetching patterns.
